{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "polish-officer",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Date  杀死一只知更鸟   白鹿原  明朝那些事儿  三体    围城  邓小平时代  大明王朝1566  置身事内：中国政府与经济发展  \\\n",
      "0  2022/5/4     90.6  90.5    92.1  93  89.4   90.1      90.0            96.6   \n",
      "1  2022/5/5     90.6  90.5    92.1  93  89.4   90.1      90.0            96.6   \n",
      "2  2022/5/6     90.6  90.5    92.1  93  89.4   90.1      90.0            96.6   \n",
      "3  2022/5/7     90.6  90.5    92.1  93  89.4   90.1      96.6            90.0   \n",
      "4  2022/5/8     90.6  90.5    92.1  93  89.4   90.1      96.6            90.0   \n",
      "\n",
      "   曾国潘传  ...  基督山伯爵  也许你该找个人聊聊    亮剑  人性的枷锁  生死疲劳  余罪：我的刑侦笔记  一句顶一万句  丰乳肥臀  \\\n",
      "0  87.3  ...     92       92.9  94.2   89.4  89.7       87.5    87.3  82.9   \n",
      "1  87.3  ...     92       92.9  94.2   89.7  89.4       87.5    87.3  82.9   \n",
      "2  87.3  ...     92       92.9  94.2   89.7  89.4       87.5    87.3  82.9   \n",
      "3  87.3  ...     92       92.9  94.2   89.8  89.4       87.6    87.3  82.9   \n",
      "4  87.3  ...     92       92.9  89.8   94.2  89.4       87.6    87.3  82.9   \n",
      "\n",
      "   毛泽东传   曾国藩  \n",
      "0  90.9  88.8  \n",
      "1  90.9  88.8  \n",
      "2  90.9  88.8  \n",
      "3  90.9  88.8  \n",
      "4  90.9  88.8  \n",
      "\n",
      "[5 rows x 21 columns]\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1296x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 文字乱码显示问题\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['font.family'] = 'sans-serif'\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 读取数据\n",
    "data = pd.read_csv(r\"推荐度.csv\", encoding=\"gb2312\")\n",
    "print(data.head())\n",
    "\n",
    "fig, ty1 = plt.subplots(figsize=(18, 10))\n",
    "\n",
    "xdata = data.loc[:, 'Date']  # 横坐标 时间是列名\n",
    "y1data = data.loc[:, '杀死一只知更鸟']  # 多条曲线的y值 参数名为csv的列名\n",
    "y2data = data.loc[:, '白鹿原']\n",
    "y3data = data.loc[:, '明朝那些事儿']\n",
    "y4data = data.loc[:, '三体']\n",
    "y5data = data.loc[:, '围城']\n",
    "y6data = data.loc[:, '邓小平时代']\n",
    "y7data = data.loc[:, '大明王朝1566']\n",
    "y8data = data.loc[:, '置身事内：中国政府与经济发展']\n",
    "y9data = data.loc[:, '曾国潘传']\n",
    "y10data = data.loc[:, '基督山伯爵']\n",
    "y11data = data.loc[:, '也许你该找个人聊聊']\n",
    "y12data = data.loc[:, '亮剑']\n",
    "y13data = data.loc[:, '人性的枷锁']\n",
    "y14data = data.loc[:, '生死疲劳']\n",
    "y15data = data.loc[:, '余罪：我的刑侦笔记']\n",
    "y16data = data.loc[:, '一句顶一万句']\n",
    "y17data = data.loc[:, '丰乳肥臀']\n",
    "y18data = data.loc[:, '人类简史：从动物到上帝']\n",
    "y19data = data.loc[:, '毛泽东传']\n",
    "y20data = data.loc[:, '曾国藩']\n",
    "\n",
    "# color可自定义折线颜色，marker可自定义点形状，label为折线标注\n",
    "plt.plot(xdata, y1data, color='r', marker='*', mec='r', mfc='w', label=u'杀死一只知更鸟')\n",
    "plt.plot(xdata, y2data, color='b', marker='*', mec='r', mfc='w', label=u'白鹿原')\n",
    "plt.plot(xdata, y3data, color='g', marker='*', mec='r', mfc='w', label=u'明朝那些事儿')\n",
    "plt.plot(xdata, y4data, color='r', marker='o', mec='r', mfc='w', label=u'三体')\n",
    "plt.plot(xdata, y5data, color='b', marker='o', mec='r', mfc='w', label=u'围城')\n",
    "plt.plot(xdata, y6data, color='g', marker='o', mec='r', mfc='w', label=u'邓小平时代')\n",
    "plt.plot(xdata, y7data, color='r', marker='|', mec='r', mfc='w', label=u'大明王朝1566')\n",
    "plt.plot(xdata, y8data, color='b', marker='|', mec='r', mfc='w', label=u'置身事内：中国政府与经济发展')\n",
    "plt.plot(xdata, y9data, color='g', marker='|', mec='r', mfc='w', label=u'曾国潘传')\n",
    "plt.plot(xdata, y10data, color='y', marker='*', mec='r', mfc='w', label=u'基督山伯爵')\n",
    "plt.plot(xdata, y11data, color='y', marker='o', mec='r', mfc='w', label=u'也许你该找个人聊聊')\n",
    "plt.plot(xdata, y12data, color='y', marker='|', mec='r', mfc='w', label=u'亮剑')\n",
    "plt.plot(xdata, y13data, color='r', marker='8', mec='r', mfc='w', label=u'人性的枷锁')\n",
    "plt.plot(xdata, y14data, color='b', marker='8', mec='r', mfc='w', label=u'生死疲劳')\n",
    "plt.plot(xdata, y15data, color='g', marker='8', mec='r', mfc='w', label=u'余罪：我的刑侦笔记')\n",
    "plt.plot(xdata, y16data, color='r', marker='D', mec='r', mfc='w', label=u'一句顶一万句')\n",
    "plt.plot(xdata, y17data, color='b', marker='D', mec='r', mfc='w', label=u'丰乳肥臀')\n",
    "plt.plot(xdata, y18data, color='g', marker='D', mec='r', mfc='w', label=u'人类简史：从动物到上帝')\n",
    "plt.plot(xdata, y19data, color='r', marker='P', mec='r', mfc='w', label=u'毛泽东传')\n",
    "plt.plot(xdata, y20data, color='b', marker='P', mec='r', mfc='w', label=u'曾国藩')\n",
    "\n",
    "plt.title(u\"微信读书top20推荐度一周浮动折线图\", size=10)\n",
    "\n",
    "# 其中参数loc用于设置legend的位置，bbox_to_anchor用于在bbox_transform坐标（默认轴坐标）中为图例指定任意位置。\n",
    "plt.legend(loc=1, bbox_to_anchor=(1.15, 1.0), borderaxespad=0)\n",
    "plt.xlabel(u'日期', size=10)\n",
    "# 设置x轴标签旋转角度和字体大小\n",
    "plt.xticks(rotation=10, fontsize=8)\n",
    "plt.ylabel(u'推荐度', size=10)\n",
    "\n",
    "# 显示图像\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "biological-passport",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Date  杀死一只知更鸟   白鹿原  明朝那些事儿     三体    围城  邓小平时代  大明王朝1566  \\\n",
      "0  2022/5/4     6836  7669   36061  19023  3957   4394      2576   \n",
      "1  2022/5/5     7215  8044   40102  20112  4117   4340      2679   \n",
      "2  2022/5/6     7252  7887   40099  21011  4190   4459      2699   \n",
      "3  2022/5/7     6723  7663   37066  19013  3737   4368      8829   \n",
      "4  2022/5/8     6974  7647   38020  20134  3782   4629      9639   \n",
      "\n",
      "   置身事内：中国政府与经济发展  曾国潘传  ...  基督山伯爵  也许你该找个人聊聊    亮剑  人性的枷锁  生死疲劳  余罪：我的刑侦笔记  \\\n",
      "0            9682  2024  ...   2391       8565   600   2261  8016       2861   \n",
      "1            9984  2092  ...   2489       8953   581   8527  2464       2978   \n",
      "2            9859  2093  ...   2482       8982  8400    577  2411       2993   \n",
      "3            2583  1953  ...   2339       8285   550   7902  2294       2891   \n",
      "4            2650  2066  ...   2382       8714  8014    615  2441       2826   \n",
      "\n",
      "   一句顶一万句  丰乳肥臀  毛泽东传   曾国藩  \n",
      "0    2178  3970  5218  1674  \n",
      "1    2225  4213  5493  1718  \n",
      "2    2263  4239  5507  1685  \n",
      "3    2163  3968  5273  1621  \n",
      "4    2187  4027  5406  1674  \n",
      "\n",
      "[5 rows x 21 columns]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1296x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "# 文字乱码显示问题\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['font.family'] = 'sans-serif'\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "# 读取数据\n",
    "data = pd.read_csv(r\"阅读人数.csv\", encoding=\"gb2312\")\n",
    "print(data.head())\n",
    "fig, ty1 = plt.subplots(figsize=(18, 10))\n",
    "\n",
    "xdata = data.loc[:, 'Date']  # 横坐标时间是列名\n",
    "y1data = data.loc[:, '杀死一只知更鸟']  # 多条曲线的y值 参数名为csv的列名\n",
    "y2data = data.loc[:, '白鹿原']\n",
    "y3data = data.loc[:, '明朝那些事儿']\n",
    "y4data = data.loc[:, '三体']\n",
    "y5data = data.loc[:, '围城']\n",
    "y6data = data.loc[:, '邓小平时代']\n",
    "y7data = data.loc[:, '大明王朝1566']\n",
    "y8data = data.loc[:, '置身事内：中国政府与经济发展']\n",
    "y9data = data.loc[:, '曾国潘传']\n",
    "y10data = data.loc[:, '基督山伯爵']\n",
    "y11data = data.loc[:, '也许你该找个人聊聊']\n",
    "y12data = data.loc[:, '亮剑']\n",
    "y13data = data.loc[:, '人性的枷锁']\n",
    "y14data = data.loc[:, '生死疲劳']\n",
    "y15data = data.loc[:, '余罪：我的刑侦笔记']\n",
    "y16data = data.loc[:, '一句顶一万句']\n",
    "y17data = data.loc[:, '丰乳肥臀']\n",
    "y18data = data.loc[:, '人类简史：从动物到上帝']\n",
    "y19data = data.loc[:, '毛泽东传']\n",
    "y20data = data.loc[:, '曾国藩']\n",
    "\n",
    "# color可自定义折线颜色，marker可自定义点形状，label为折线标注\n",
    "plt.plot(xdata, y1data, color='r', marker='*', mec='r', mfc='w', label=u'杀死一只知更鸟')\n",
    "plt.plot(xdata, y2data, color='b', marker='*', mec='r', mfc='w', label=u'白鹿原')\n",
    "plt.plot(xdata, y3data, color='g', marker='*', mec='r', mfc='w', label=u'明朝那些事儿')\n",
    "plt.plot(xdata, y4data, color='r', marker='o', mec='r', mfc='w', label=u'三体')\n",
    "plt.plot(xdata, y5data, color='b', marker='o', mec='r', mfc='w', label=u'围城')\n",
    "plt.plot(xdata, y6data, color='g', marker='o', mec='r', mfc='w', label=u'邓小平时代')\n",
    "plt.plot(xdata, y7data, color='r', marker='|', mec='r', mfc='w', label=u'大明王朝1566')\n",
    "plt.plot(xdata, y8data, color='b', marker='|', mec='r', mfc='w', label=u'置身事内：中国政府与经济发展')\n",
    "plt.plot(xdata, y9data, color='g', marker='|', mec='r', mfc='w', label=u'曾国潘传')\n",
    "plt.plot(xdata, y10data, color='y', marker='*', mec='r', mfc='w', label=u'基督山伯爵')\n",
    "plt.plot(xdata, y11data, color='y', marker='o', mec='r', mfc='w', label=u'也许你该找个人聊聊')\n",
    "plt.plot(xdata, y12data, color='y', marker='|', mec='r', mfc='w', label=u'亮剑')\n",
    "plt.plot(xdata, y13data, color='r', marker='8', mec='r', mfc='w', label=u'人性的枷锁')\n",
    "plt.plot(xdata, y14data, color='b', marker='8', mec='r', mfc='w', label=u'生死疲劳')\n",
    "plt.plot(xdata, y15data, color='g', marker='8', mec='r', mfc='w', label=u'余罪：我的刑侦笔记')\n",
    "plt.plot(xdata, y16data, color='r', marker='D', mec='r', mfc='w', label=u'一句顶一万句')\n",
    "plt.plot(xdata, y17data, color='b', marker='D', mec='r', mfc='w', label=u'丰乳肥臀')\n",
    "plt.plot(xdata, y18data, color='g', marker='D', mec='r', mfc='w', label=u'人类简史：从动物到上帝')\n",
    "plt.plot(xdata, y19data, color='r', marker='P', mec='r', mfc='w', label=u'毛泽东传')\n",
    "plt.plot(xdata, y20data, color='b', marker='P', mec='r', mfc='w', label=u'曾国藩')\n",
    "\n",
    "plt.title(u\"微信读书top20阅读人数一周浮动折线图\", size=10)\n",
    "\n",
    "# 其中参数loc用于设置legend的位置，bbox_to_anchor用于在bbox_transform坐标（默认轴坐标）中为图例指定任意位置。\n",
    "plt.legend(loc=1, bbox_to_anchor=(1.15, 1.0), borderaxespad=0)\n",
    "plt.xlabel(u'日期', size=10)\n",
    "# 设置x轴标签旋转角度和字体大小\n",
    "plt.xticks(rotation=10, fontsize=8)\n",
    "plt.ylabel(u'阅读人数', size=10)\n",
    "\n",
    "# 显示图像\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "increased-enzyme",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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